{"id":"W4210672800","doi":"10.1038/s41598-022-05325-5","title":"COVID-19 reinfections among naturally infected and vaccinated individuals","year":2022,"lang":"en","type":"article","venue":"Scientific Reports","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"International Centre for Diarrhoeal Disease Research, Bangladesh; Global Affairs Canada; Bill and Melinda Gates Foundation","keywords":"Cohort; Medicine; Vaccination; Cohort study; Internal medicine; Disease; Immunology; Virology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002681904,0.0001681735,0.0002721764,0.0007869617,0.001444242,0.0002601494,0.0001249315,0.00008360458,0.0004535264],"category_scores_gemma":[0.002685198,0.0001542405,0.0001075967,0.002111217,0.0002973546,0.0001827427,0.0004326662,0.0005842255,0.00001261276],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003729895,"about_ca_system_score_gemma":0.001670062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000449023,"about_ca_topic_score_gemma":0.00009516356,"domain_scores_codex":[0.9969012,0.0001643838,0.0004749218,0.0009067915,0.001105601,0.0004471555],"domain_scores_gemma":[0.9983174,0.000129172,0.0002240579,0.0008385339,0.0002447982,0.0002460627],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003485175,0.0001919062,0.8996838,0.00009385632,0.00008246912,0.002561464,0.0007034022,0.00001357152,0.06289094,0.00008405065,0.03287469,0.0007849579],"study_design_scores_gemma":[0.0009760849,0.0002225547,0.1567,0.00001970522,0.00008265919,0.004123159,0.0002488908,0.0002410613,0.01790219,0.00291317,0.8162954,0.0002751382],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919435,0.0003194143,0.00003071591,0.00056867,0.002353165,0.0008316219,0.000007622869,0.0002869326,0.003658309],"genre_scores_gemma":[0.9906418,9.991603e-7,0.00004453297,0.007550263,0.00005217548,0.000160328,0.00006581585,0.00002362051,0.001460507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7834207,"threshold_uncertainty_score":0.9998558,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0272247535778488,"score_gpt":0.3357986335325989,"score_spread":0.3085738799547501,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}